Analog Macromodeling using Kernel Methods.
Joel R. PhillipsJoão AfonsoArlindo L. OliveiraLuís Miguel SilveiraPublished in: ICCAD (2003)
Keyphrases
- kernel methods
- kernel function
- support vector
- learning problems
- machine learning
- feature space
- similarity function
- support vector machine
- kernel matrix
- multiple kernel
- reproducing kernel hilbert space
- gaussian kernel
- kernel matrices
- decision trees
- learning tasks
- data sets
- graph kernels
- high dimensional feature space
- kernel fisher discriminant analysis
- kernel ridge regression
- positive semidefinite
- kernel trick
- kernel pca
- kernel learning
- multiple kernel learning
- learning algorithm